DP-MCDBSCAN: Differential Privacy Preserving Multi-Core DBSCAN Clustering for Network User Data.
Lina NiChao LiXiao WangHonglu JiangJiguo YuPublished in: IEEE Access (2018)
Keyphrases
- privacy preserving
- data privacy
- data sets
- data points
- sensitive information
- user privacy
- data collection
- privacy sensitive
- private data
- privacy concerns
- data objects
- differentially private
- categorical data
- record linkage
- data quality
- privacy preservation
- private information
- sensitive data
- data analysis
- spatial data
- privacy requirements
- knowledge discovery
- clustering method
- sparse data
- privacy preserving data mining
- differential privacy
- input data
- personal data
- location based services
- privacy issues
- k means
- high dimensional
- data mining applications
- data mining methods
- preserving privacy
- vertically partitioned data
- third party